Transmission is the mission
The credibility is in the process
Truth emerges through challenge
links don't have to shine
01 — FRAMEWORK
Rooted in hevruta
Ancient Jewish paired learning — rigorous honest disagreement — applied to the human-AI relationship. Not agreement. Sharpening.
02 — VERIFICATION
Built for truth
The Machloket Protocol applies structured adversarial interrogation to AI-generated claims about Jewish history and geopolitics. The process is the product.
03 — CURRICULUM
For your community
Presentations, workshops, and downloadable curriculum for synagogues, Hillels, JCCs, and Jewish schools navigating AI, truth, and memory.
The Machloket Protocol.
28-facet adversarial objection library. Reliability Weighted Index scoring. Every claim tested. Every ruling documented.
The essence endures. The vessels evolve.
From Sinai to the digital feed — every generation carries the same mission in a different vessel. HevrutAI is this generation's vessel.
For Communities
Bring HevrutAI to your organization.
Presentations and curriculum for Jewish organizations, in-person and online. Downloadable materials. Tiered pricing.
See What's Available
The Tool
Use the verification system.
Audit AI-generated claims about Jewish history against verified sources. Currently in prototype — early access available.
Enter the Tool
The chain almost broke. And held.
We do not inherit the stories by accident. We inherit them by commitment. HevrutAI exists because of that commitment.
Stay Connected
Join the HevrutAI list.
Curriculum updates, tool dispatches, and Watchtower releases on AI and Jewish truth.
links don't have to shine. they just have to hold.
The Forensic AI System
When AI gets Jewish history wrong, we need a system that pushes back.
HevrutAI applies the ancient logic of structured Jewish disagreement to the modern problem of AI-generated misinformation.
What It Does
A forensic verification system built for a specific problem.
AI systems confidently produce misinformation about Jewish history, Israel, and geopolitics at scale. Communities encounter it in classrooms, family conversations, and social media.
The HevrutAI system audits AI-generated claims against verified sources, applies structured disagreement to surface contradictions, and produces transparency reports — not just what the AI said, but why it may be wrong and what the verified record shows.
Every step is visible. Every ruling is documented. The process is the product.
Try the Live Demo
מַחֲלֹקֶת
The Machloket Protocol
Structured disagreement as verification.
Machloket — structured disagreement — is foundational in Jewish legal reasoning. The Talmud preserves minority opinions because future generations may need them.
The protocol runs 28 structured objections against every claim: passive voice patterns, false equivalencies, chronological inversions, source credibility laundering, institutional sycophancy signals.
"The credibility is in the process."
28-FACET LIBRARY · RWI SCORING · LEX PRIOR · CHAZAKAH PRINCIPLE
DEVELOPMENT STATUS
HevrutAI is currently in working prototype, built on Lovable with Gemini Flash integration. Multi-LLM aggregation is the next production milestone. Early access available.
Contact for Early Access
Four Entry Points. One System.
Where to find the tools.
Primary Interface
HevrutAI Main App
The full verification interface. Submit a claim and watch the Machloket Protocol work in real time against verified primary sources.
hevrutai.lovable.app
Open App
Try It First
Live Demo
No account required. The best entry point for anyone new to HevrutAI. See the system in action before committing.
hevrutai.lovable.app/live
Try Live Demo
Mobile
Mobile Interface
Mobile-optimized version. Built for on-the-go verification and learning. Same system, smaller screen.
hevrutai.lovable.app/mobile
Open Mobile
Researchers & Funders
Verify + Methodology
Full documentation of the verification framework, Opposition Library case files OPP-LIB-001 through OPP-LIB-015, and methodology documentation.
hevrutai-verify.vercel.app
Read Methodology
Partners & Funders
Interested in supporting development?
Organizations interested in piloting the system or supporting the next production milestone are invited to reach out.
Contact for Partnership
Real materials. Real communities. Real transmission.
In-person and online presentations, downloadable curriculum, and custom programming for Jewish organizations of every size.
How It Works
Four ways to engage.
Whether your organization wants a one-evening Shavuot learning experience or a multi-session workshop series, HevrutAI has a format that fits. Everything can be customized for your community's context, size, and needs.
All in-person presentations include the visual sourcebook — a designed, printed booklet participants take home. Every offering is built around active hevruta learning, not passive listening.
Available Now
From Tablets to Tablets
A Shavuot learning experience on Jewish transmission, memory, and the digital age. Visual sourcebook + facilitated hevruta discussion. 30–45 minutes. Available to book or download now.
Book This Presentation
Also available as downloadable curriculum packet — $36 / double chai.
Pricing
Tiered to fit your community.
In-Person Presentation
Starting at $750 / half-day · $1,400 / full day
SYNAGOGUES · HILLELS · JCCS · DAY SCHOOLS
- 60–90 min facilitated session or half/full day workshop
- Printed sourcebook for all participants (up to 30 copies)
- Pre-event 30-min consultation call
- Post-event follow-up resources
- Travel outside Chicago metro billed separately
- Sliding scale available for smaller communities
Online / Virtual Presentation
Starting at $400 / session
REMOTE ORGANIZATIONS · NATIONAL REACH
- 60–90 min live virtual session via Zoom
- Digital booklet PDF for all registered participants
- Pre-event 30-min consultation call
- Recording rights negotiated separately
- Sliding scale for student groups
Downloadable Curriculum Packet
$36 per packet · Site license: $180 / year
EDUCATORS · RABBIS · PROGRAM DIRECTORS
- Full printable booklet PDF
- Teacher's speaker guide (complete facilitation document)
- Hebrew quick reference sheet
- Discussion question cards (printable)
- Licensed for use within one organization
Free Resources
Always free
ANYONE
- Digital Defenders tools and rebuttal frameworks
- Printable David Cards (image set)
- Intro to the Machloket Protocol (1-page PDF)
- Public visual Torah materials
- Watchtower email dispatches
On the $36 price point: Chai (18) is the traditional Jewish gift amount. $36 = double chai. $180 = ten chai. Priced with intention, not just commerce.
Current Offerings
What's available now.
Available Now
From Tablets to Tablets
Shavuot learning on transmission, memory, and the digital age. Visual sourcebook + facilitated hevruta. 30–45 min. Bookable or downloadable.
Book or Download
Coming Soon
The Machloket Protocol Workshop
Standalone session on structured disagreement as AI literacy. 60 minutes. Ideal for adult education and high school settings.
Coming Soon
Digital Defenders Workshop
Hands-on session using HevrutAI tools to identify and respond to AI-generated misinformation about Jewish topics.
Need something custom?
Curriculum can be developed for your organization's specific context and needs. Inquire here →
About HevrutAI
The project. The person. The arc.
HevrutAI did not begin as a forensic auditing system. It began as a question about sacred partnership — and deepened into something more urgent.
The Founder
Stacy La Mell
Stacy La Mell is the founder of HevrutAI. She is an educator, visual artist, and curriculum designer who came to AI work through an unexpected path — one that runs through Jewish memory, sacred text, and a deep conviction that how we transmit truth matters as much as what we transmit.
Based in the Chicago area. Available for presentations, partnerships, and consulting engagements.
The Two Eras
How HevrutAI evolved.
ERA ONE — THE COVENANT FRAMEWORK
Sacred partnership as a model for AI
What if AI could function the way a hevruta partner functions — not by agreeing, but by sharpening? That conviction gave rise to the covenant framework, the Seam Psalms, the Watchtower — an attempt to build a sacred, ethical practice around AI creation and study.
ERA TWO — THE FORENSIC SYSTEM
When the problem became impossible to ignore
AI was producing confident misinformation about Jewish history and Israel at scale. The transmission mission deepened into something urgent. The forensic auditing system grew directly from the earlier vision. Hevruta applied to verification. Machloket applied to truth-seeking. The two eras are the same project, deepened by necessity.
"I never thought I would live to see another generation of Jews."
— NACHUM LEWIN
HevrutAI is built in the shadow of testimony. The family story that grounds this project is preserved in the USC Shoah Foundation archive.
The chain almost broke. And held. That survival is the reason this work exists.
Contact
hevrutai.org@gmail.com
@hevrutai on Instagram
Get in Touch
The Lines That Anchor the Work
"The credibility is in the process. The process is the product."
"Technology is the vessel. Transmission is the mission."
"links don't have to shine. they just have to hold."
Free & Low-Cost Tools
Resources for every community.
Most of what HevrutAI has built is available free. Start here.
Free
Digital Defense
Digital Defenders Toolkit
Moral clarity cards, rebuttal frameworks, and visual tools for responding to AI-generated misinformation about Jewish topics. Classroom and community ready.
Request Download
Free
Hevruta Learning
David Cards
A set of distinctive Star of David image cards designed for hevruta learning, classroom discussion, and community events. Printable. No account required.
Download Cards
Free
Methodology
Intro to the Machloket Protocol
A one-page PDF introduction to structured adversarial verification — what it is, where it comes from, and why it matters for AI literacy and Jewish truth.
Download PDF
Free
Community
Watchtower Dispatches
Email newsletter on AI, Jewish truth, and digital transmission. New curriculum previews, tool updates, and thinking-out-loud from the HevrutAI founder.
Join the List
Free
Visual Torah
Seam Psalms & Visual Materials
Publicly available visual Torah materials and sacred creation guides from the HevrutAI covenant framework. Freely available for study and reflection.
View Materials
Social
@hevrutai on Instagram
Visual storytelling, curriculum previews, David Cards, and community building. The most active place to see HevrutAI work in progress.
Follow @hevrutai
Ready for More?
See the full curriculum.
Bookable presentations, downloadable packets, and custom programming on the Learn page.
Go to Learn
Holocaust Memory Project
The chain almost broke.
It held. And that survival — and the obligation it creates — is the reason HevrutAI exists.
We do not inherit the stories by accident.
We inherit them by commitment. HevrutAI was built in the shadow of testimony — the family whose story grounds this project survived the Shoah and lived to see another generation.
Photograph: Nachum Lewin, Max Lewin, and Shmuel Uchin — reunited in Germany, postwar, after surviving the Shoah.
Germany, postwar. From right to left: Nachum Lewin, Max Lewin, and Shmuel Uchin, reunited after surviving the Shoah.
Stacy is named after Shmuel ("Sam") according to Jewish naming tradition.
Living Testimony
"I never thought I would live to see another generation of Jews."
— NACHUM LEWIN
While escaping the ghetto, there were moments when survival itself felt impossible. At one point, Nachum survived on bread mixed with soap while hiding and running.
The Shoah was not only an attack on Jewish bodies. It was an attempted catastrophe of transmission — an effort to ensure there would be no one left to pass anything forward. The people in this photograph survived to be part of the chain continuing.
The chain almost broke. And held.
USC SHOAH FOUNDATION
This family's testimony is preserved in the USC Shoah Foundation archive. Recorded so it cannot be lost. Preserved so it cannot be denied.
Why This Grounds the Forensic Work
In an age when AI can generate plausible falsehoods about Jewish history faster than communities can respond, transmission is not just a spiritual value. It is an urgent practical one.
The HevrutAI forensic auditing system exists because the obligation of testimony is not completed by recording it — it is completed by defending it. Every AI-generated distortion of Jewish history is a small act of erasure. The Machloket Protocol is the response.
The forensic work and the covenantal work are the same work. The only question is which door you came through.
